𤯠AI Breakthrough: Math's Ancient Puzzle Solved! š
AI
ChatGPTās Unexpected Mathematical Breakthrough
Neel Somani, a software engineer with a background as a former quant researcher and startup founder, made a surprising discovery while testing OpenAIās new model. After inputting a complex mathematical problem into ChatGPT and allowing it to āthinkā for 15 minutes, he returned to a complete solution. He then evaluated and formalized the proof using the tool Harmonic, confirming its accuracy. āI was interested in establishing a baseline for when large language models effectively solve open math problems compared to where they typically struggle,ā Somani explained.
A New Era of AI-Assisted Mathematics
The sudden increase in solved ErdÅs problems is less important than the fact that leading mathematicians and computer science professors are beginning to utilize these tools. These individuals have reputations to uphold, and when they are openly using Aristotle or ChatGPT, that represents substantial validation. The development of tools like Lean, an open-source āproof assistantā developed at Microsoft Research in 2013, is dramatically streamlining the process of formalizing mathematical reasoning.
ChatGPTās āChain of Thoughtā Demonstrated
Notably, ChatGPT demonstrated an impressive āchain of thought,ā articulating mathematical axioms such as Legendreās formula, Bertrandās postulate, and the Star of David theorem. Furthermore, the model identified a 2013 Math Overflow post by Harvard mathematician Noam Elkies, presenting an elegant solution to a similar problem. However, ChatGPTās final proof differed significantly from Elkiesā work, ultimately offering a more comprehensive solution to a problem posed by the legendary mathematician Paul ErdÅs ā a challenge whose vast collection of unsolved problems has served as a proving ground for artificial intelligence.
Formalization: A Key Driver of AIās Progress
The shift in mathematical problem-solving is increasingly led by a process called formalization, which, though labor-intensive, significantly simplifies mathematical reasoning and allows for easier verification and extension. A key driving force behind this trend is a recent move toward formalization, a process that, though labor-intensive, significantly simplifies mathematical reasoning and allows for easier verification and extension. Harmonicās Aristotle, an AI tool promising to automate much of the formalization work, is also gaining significant traction.
AIās Growing Reach into the āLong Tailā
Systematically applied to the ālong tailā of obscure ErdÅs problems ā many of which actually possess straightforward solutions ā this shift is increasingly leading to the use of purely AI-based methods for their resolution. The sudden increase in solved ErdÅs problems is less important than the fact that leading mathematicians and computer science professors are beginning to utilize these tools. These individuals have reputations to uphold, and when they are openly using Aristotle or ChatGPT, that represents substantial validation.
A Validation of AIās Potential
The scalable nature of these AI systems makes them ābetter suited for beingā
This article is AI-synthesized from public sources and may not reflect original reporting.